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[feature request] Add KAN models #19914

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leo-smi opened this issue Jun 25, 2024 · 1 comment
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[feature request] Add KAN models #19914

leo-smi opened this issue Jun 25, 2024 · 1 comment
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type:feature The user is asking for a new feature.

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@leo-smi
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leo-smi commented Jun 25, 2024

Recently was released a paper called: KAN: Kolmogorov-Arnold Networks

There's some repos about this topic, but would be nice if Keras has the model by defalt.

I think the current "problem" is about the validation performance on these models. So is there a way to add a playgroud space on keras models? For example: keras.applications.playground.KAN

Thank you for your patient.

@mehtamansi29 mehtamansi29 added type:feature The user is asking for a new feature. keras-team-review-pending Pending review by a Keras team member. labels Jun 26, 2024
@SamanehSaadat
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SamanehSaadat commented Jun 28, 2024

Hi @leo-smi!

According to Keras API Design Guidelines, to add new features, "they should be widely recognized as a machine learning best practice. We will not add new layers/etc that were recently published to ArXiv.org, even in case of claims of increased accuracy/etc."

We will consider adding this feature if it stands the test of time.

@SamanehSaadat SamanehSaadat removed the keras-team-review-pending Pending review by a Keras team member. label Jun 28, 2024
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